Datasets › Vessel detection Dateset
Vessel detection Dateset
a vessel dataset using 85 videos. The dataset covers normal weather conditions such as sunny, rainy, reflective, low light, night, etc. The first 43 videos are annotated with one video every 1 second, and the last 42 videos are annotated with one video every 2 seconds. Furthermore, since the collected videos contain many duplicate images, we use multiple similar images to annotate only one image to alleviate overfitting when training the model, with a total of 4563 images and 5864 annotation frames. Among them, 82 videos are used as the training model, of which 3063 are used as the training set, 1318 as the validation set, and three untrained scenes are used as the test set, totaling 182 images.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Vessel Detection | Vessel detection Dateset | VDDT AP 65.1% | VDDT: Improving Vessel Detection with Deformable Transfomer | — | 3 | Compare |
Papers archive 2025-07-28
3 shown of 3 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 3. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| VDDT: Improving Vessel Detection with Deformable Transfomer | 0 | 1 | 15 Mar 2023 | not harvested |
| Deformable Convolutional Networks | 38 | 1 | 17 Mar 2017 | ran 3 of 9 samples (6 unverified; 3 pointer-only for licence) |
| Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks | 196 | 1 | 4 Jun 2015 | ran 59 of 124 samples (65 unverified; 42 pointer-only for licence) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- Vessel detection Dateset
1 variant name, as the archive lists them.
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